Plan roadmap for Product Suite. Participate in the Product Development Life Cycle of the Flagship Product Suite of Ascenz Solutions. Products are used on board marine vessels to acquire data for the purpose of alarm management, vessel performance monitoring, KPIs tracking, predictive maintenance and usage of machine learning techniques for fraud detection and smart predictive solutions.Projects / Products Undertaken:1) Project: Bunker AnalyticsRole: Product ManagerPlan &… Show more Plan roadmap for Product Suite. Participate in the Product Development Life Cycle of the Flagship Product Suite of Ascenz Solutions. Products are used on board marine vessels to acquire data for the purpose of alarm management, vessel performance monitoring, KPIs tracking, predictive maintenance and usage of machine learning techniques for fraud detection and smart predictive solutions.Projects / Products Undertaken:1) Project: Bunker AnalyticsRole: Product ManagerPlan & develop smart bunkering application for customers to detect bunker anomalies / fraud cases. Design data preparation methods and applying methods to segment bunker profile charts into various bunker states. Training of optimal prediction model using random forest and using model for scoring the quality of a bunker operation.2) Project: Vessel engine propulsion prediction for vessel route optimizationRole: Product ManagerExtract and prepare 160,000 data points of vessel data. Usage of Artificial Neural Network (ANN) for the prediction of vessel engine power from 16 parameters including weather data. Show less

Project Management for Instrumentation & Driver HMI (ID)Plan roadmap for SW platform on a yearly basis. SW platform serves as a base software for automotive projects worldwide. Support all automotive application projects that uses the SW platform. Application projects include customers from all major KOEMs such Hyundai / KIA / SsangYong, JOEMs such as Toyota / Nissan, COEMS such as Geely / Great Wall and VAG group in Germany.

Manage Team to deliver project proposals / solutions and implementation. Work with various project key stake-owners to achieve project completion & commissioning for both in-house and 3rd party projects. Major Projects / Products Undertaken:1) Project: Entrepreneur Business Centre ERP System (2014 - 2015)Role: Manager, ProjectThis 1.5-year project involves the design and implementation of an ERP System that allows the client, EBC, to record and track all 1000+ units of their… Show more Manage Team to deliver project proposals / solutions and implementation. Work with various project key stake-owners to achieve project completion & commissioning for both in-house and 3rd party projects. Major Projects / Products Undertaken:1) Project: Entrepreneur Business Centre ERP System (2014 - 2015)Role: Manager, ProjectThis 1.5-year project involves the design and implementation of an ERP System that allows the client, EBC, to record and track all 1000+ units of their real estate space. Sub-systems include invoicing, carpark management, accounting, building maintenance, customer relationships and reporting.2) Project: Ascenz Bunkering System (2014)Role: Manager, ProjectThis project involves the design and implementation of a web platform that allows the client, Ascenz, to manage their bunkering providers and vessels online.3) Project: Markono Invoicing Sub-System (2012)Role Project, ProjectThis project involves the design and implementation of a invoicing sub-system that is integrated with the customer’s ERP System to improve productivity in terms of ease of generation of invoices and thereby reducing man-effort in this company’s process.4) Project: Digital Bookstore Platform (TD Bookstore – 2011)Role: Manager, ProjectThis 6-months in-house project involves the design and implementation of an e-commerce web platform integrated with various digital eBook platform technologies – primarily with Adobe Digital Rights Management and Ingram Digital Warehouse. The end product allows retail customers to seamlessly use electronic payment methods to purchase up to 300,000 titles at the convenience of their homes and allows reading on their digital mobile devices. Show less

Provide company direction in the area of Games / App Development. Involved in the design and development of In-House game apps. Successfully launched 2 mobile games. Major Projects / Products Undertaken:1) Project: Saving Gaia (2010)Role: Manager, DevelopmentThis project involves the design and implementation of an IOS game – Saving Gaia. Saving Gaia is an unique IOS game that has its theme and initiative revolving around the concept of climate change. With the help of app… Show more Provide company direction in the area of Games / App Development. Involved in the design and development of In-House game apps. Successfully launched 2 mobile games. Major Projects / Products Undertaken:1) Project: Saving Gaia (2010)Role: Manager, DevelopmentThis project involves the design and implementation of an IOS game – Saving Gaia. Saving Gaia is an unique IOS game that has its theme and initiative revolving around the concept of climate change. With the help of app marketing platforms, Saving Gaia was able to achieve over 12,000 downloads during launch. Objective C and 3rd party API, Sparrow, was used in the development of Saving Gaia.2) Project: Saving Gaia Extreme (2012)Role: Manager, DevelopmentThis project involves the design and implementation of an IOS/Android/Web game – Saving Gaia Extreme. Like its predecessor, Saving Gaia Extreme is another unique mobile game that has its theme and initiative revolving around the concept of climate change. Unity3D was solely used in the development of Saving Gaia Extreme, allowing it to be deployed across multiple games platforms such as IOS, Android, Web, Xbox, etc. Show less

Key Projects Undertaken:* Implementation of Video Content Analysis on SMRT Trains (2010)* Implementation of People Counter System in Turf Club, Singapore (2009)* Implementation of Traffic Management System in Vietnam Highway (2008)* In-House Project to deploy Artivision's Enterprise Solution (IVSS) in Munich, Germany (2008)* MINDEF Tower B Project (2008)* IVX-1/2/12 (Part of Enterprise Solution)* IVS-3000 (Standalone) - Artivision's flagship product

Software Development for In-house Project related to Video Analytics for Video Surveillance. Attached to DSTA (Defence Science Technology Agency) for military-related projects.